Magnus Sahlgren
18 papers · 2004–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
π§
Keyword Pioneer
ποΈ
Keyword Collector
(64)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Conference Pioneer
Top co-authors
Research topics
Natural Language Processing
(9)
Machine Learning
(8)
Artificial Intelligence
(6)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Deep Learning
(4)
Resources & Methods
(4)
Applications
(3)
Core AI
(3)
Generation
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Application Areas
(1)
Keywords
word embedding
(4)
language modeling
(2)
scandinavian language
(2)
text classification
(2)
language model
(2)
representation learning
(2)
semantic similarity
(2)
matrix factorization
(1)
self-supervised learning
(1)
feature extraction
(1)
k-means clustering
(1)
multilingual nlp
(1)
cross-lingual transfer
(1)
question answering
(1)
transfer learning
(1)
text generation
(1)
abusive language detection
(1)
natural language processing
(1)
named entity recognition
(1)
topic modeling
(1)
Papers
SWEb: A Large Web Dataset for the Scandinavian Languages
ICLR 2025
Branch-GAN: Improving Text Generation with (not so) Large Language Models
ICLR 2024
GPT-SW3: An Autoregressive Language Model for the Scandinavian Languages
COLING 2024
Superlim: A Swedish Language Understanding Evaluation Benchmark
EMNLP 2023
Fine-Grained Controllable Text Generation Using Non-Residual Prompting
ACL 2022
GANDALF: a General Character Name Description Dataset for Long Fiction
EMNLP 2021
Predicting Treatment Outcome from Patient Texts:The Case of Internet-Based Cognitive Behavioural Therapy
EACL 2021
Semantic Re-tuning with Contrastive Tension
ICLR 2021
Rethinking Topic Modelling: From Document-Space to Term-Space
EMNLP 2020
SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection
SemEval 2020
Enriching Word Embeddings with a Regressor Instead of Labeled Corpora
AAAI 2019
Learning Representations for Detecting Abusive Language
EMNLP 2018
Measuring Issue Ownership using Word Embeddings
EMNLP 2018
The Effects of Data Size and Frequency Range on Distributional Semantic Models
EMNLP 2016
Factorization of Latent Variables in Distributional Semantic Models
EMNLP 2015
Navigating the Semantic Horizon using Relative Neighborhood Graphs
EMNLP 2015
SICS: Valence annotation based on seeds in word space
SemEval 2007
Using Bag-of-Concepts to Improve the Performance of Support Vector Machines in Text Categorization
COLING 2004